Sage Journals: Discover world-class research

Retricted access

Research article

First published 2017-11

Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning

Tal Yarkoni, Jacob Westfall

Perspectives on Psychological Science

Open access

Research article

First published 2026-1

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Adib Md. Ridwan, Khandaker Mohammad Mohi Uddin

Journal of International Medical Research

Open access

Research article

First published 2021-11

Counterfactual Explanation of Machine Learning Survival Models

Maxim Kovalev, Lev Utkin, Frank Coolen [...]

Informatica: An International Journal of Computing and Informatics

Retricted access

Research article

First published 2025-7

Risk Prediction of Diabetic Foot Amputation Using Machine Learning and Explainable Artificial Intelligence

Chien Wei Oei, Yam Meng Chan, Xiaojin Zhang [...]

Journal of Diabetes Science and Technology

Open access

Research article

First published 2025-7

Interpretable machine learning model for predicting myocardial injury in intensive care unit patients using SHapley Additive exPlanations analysis

Xiaojiang Liu, Guanyang Chen, Chenxiao Hao [...]

Science Progress

Open access

Research article

First published 2025-5

Explainable Machine Learning Approach to Prediction of Prolonged Intensive Care Unit Stay in Adult Spinal Deformity Patients: Machine Learning Outperforms Logistic Regression

Bashar Zaidat, Mark Kurapatti, Jonathan S. Gal [...]

Global Spine Journal

Open access

Research article

First published 2026

Explainable artificial intelligence approaches for predicting depression by combining feature selection methods and machine learning classifiers

Min Gyeong Kim, Kun Chang Lee, Kwanho Lee [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2025

Resilience-Driven Car-Following Risk Evolution Analysis Using an Explainable Machine Learning Approach

Huansong Zhang, Yongjun Shen, Qiong Bao [...]

Transportation Research Record: Journal of the Transportation Research Board

Retricted access

Research article

First published 2026-4

Establishing a Classification System for Predicting Flow-Limiting Dissection After Balloon Angioplasty Using Explainable Machine-Learning Models: A Multicenter Retrospective Cohort Study

Xinhuang Hou, Shuguo Xu, Tong Lin [...]

Journal of Endovascular Therapy

Open access

Research article

First published 2026

Work-Life Conditions as the Primary Determinant of Seafarer Mental Health: An Explainable Machine Learning Analysis

Yongwei Jiang, Zhendong Tang, Hua Liu [...]

INQUIRY: The Journal of Health Care Organization,Provision,and Financing

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